Human-AI Collaboration papers, 2023–2026

Key findings

• Human-AI Collaboration went from 72 papers in 2023 to 96 in 2026, roughly 1.3x in three years.
• CVPR publishes the most Human-AI Collaboration work: 147 papers from 2023 to 2026, 40% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 0 in 2023 to 10 in 2026.
• Among the 5 topics under Education and HCI, it ranks #2 by 2026 paper count; the fastest grower in the group, User Modeling, is up 2.9x versus 1.3x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Budgeting Discretion: Theory and Evidence on Street-Level Decision-Making
• ICML 2026Adaptively Grouped Contextual Bandits for Heterogeneous Human-AI Decision Making with Conformal Prediction Sets
• ICLR 2026AtC: Aggregate-then-Calibrate for Human-centered Assessment
• CVPR 2026BiPreManip Learning Affordance-Based Bimanual Preparatory Manipulation through Anticipatory Collaboration
• NeurIPS 2025Cascaded Language Models for Cost-Effective Human–AI Decision-Making
• ICML 2025Position: When Incentives Backfire, Data Stops Being Human
• ICLR 2025DeLLMa: Decision Making Under Uncertainty with Large Language Models
• CVPR 2025A Focused Human Body Model for Accurate Anthropometric Measurements Extraction
• NeurIPS 2024Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
• ICML 2024Conformal Prediction Sets Improve Human Decision Making
• ICLR 2024Does Writing with Language Models Reduce Content Diversity?
• CVPR 2024Decentralized Directed Collaboration for Personalized Federated Learning
• NeurIPS 2023Alexa Arena: A User-Centric Interactive Platform for Embodied AI
• ICML 2023Bigger, Better, Faster: Human-level Atari with human-level efficiency
• ICLR 2023Beyond calibration: estimating the grouping loss of modern neural networks
• CVPR 20233D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels
• NeurIPS 2026HuPER: A Human-Inspired Framework for Phonetic Perception
• ICML 2026Controlled Collaboration Geometry for Personalized Federated Learning
• ICLR 2026Conformalized Decision Risk Assessment
• CVPR 2026EgoPoseFormer v2 Accurate Egocentric Human Motion Estimation for ARVR

All Human-AI Collaboration papers

104 papers, page 1 of 3

1. NeurIPS 2026ABHBench: Evaluating Moral Decision-Making of Foundation Models from an Agentic Perspective
2. NeurIPS 2026Aligning MLLMs with the Latent Structure of Human Cognition via Behavior-Derived Semantic Dimensions
3. NeurIPS 2026BAL: Bidirectional Autoregression in Latent Space for Learning Human Movement Representations
4. NeurIPS 2026Beyond Proxy Metrics: MLLM-Based Human Surrogate Evaluation for Explainable AI
5. NeurIPS 2026Budgeting Discretion: Theory and Evidence on Street-Level Decision-Making
6. NeurIPS 2026Cosine is Human: The Reproducibility Ceiling of Perceptual Similarity
7. NeurIPS 2026CSFlow: Aligning Flow Matching with Human Contrast Sensitivity
8. NeurIPS 2026Empirical regularities in subjective decision-making by LLMs
9. NeurIPS 2026EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration
10. NeurIPS 2026Fair Division of Work in Collaborative Mean Estimation via Bargaining
11. NeurIPS 2026HuPER: A Human-Inspired Framework for Phonetic Perception
12. NeurIPS 2026Learning to Decide with AI Assistance under Human-Alignment
13. NeurIPS 2026Multidimensional Observer Model and Perceptual Dimensions of Human Image Quality Assessment
14. NeurIPS 2026Narrowing the Collaboration Gap, Probably
15. NeurIPS 2026OmniMechanism Design for Human-AI Collaboration with Impressionable Minds
16. NeurIPS 2026On Making $SE(2)$-Invariant Networks Optimal
17. NeurIPS 2026Residual Expertise Is Not Decision Value
18. NeurIPS 2026Risk-Controlled Post-Processing of Decision Policies
19. NeurIPS 2026Sport Is The Next Grand Challenge For Artificial Intelligence: Toward A Science Of Human Physical Skill
20. NeurIPS 2026Strategic Decision Focused Learning
21. NeurIPS 2026Structure-Semantic Guided Closed-Loop Medical Anomaly Detection via Multi-Agent Collaboration
22. NeurIPS 2026Structured Human-Like Agentic Flow for RTL Design
23. NeurIPS 2026Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces
24. NeurIPS 2026TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development
25. NeurIPS 2026VIPBench: A Human-Aligned Benchmark for Voice Identity Perception in the Age of Voice Cloning
26. NeurIPS 2026Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
27. NeurIPS 2025Adaptively Coordinating with Novel Partners via Learned Latent Strategies
28. NeurIPS 2025Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
29. NeurIPS 2025Cascaded Language Models for Cost-Effective Human–AI Decision-Making
30. NeurIPS 2025Collaborative and Confidential Junction Trees for Hybrid Bayesian Networks
31. NeurIPS 2025Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
32. NeurIPS 2025COOPERA: Continual Open-Ended Human-Robot Assistance
33. NeurIPS 2025Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning
34. NeurIPS 2025DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
35. NeurIPS 2025Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values
36. NeurIPS 2025Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
37. NeurIPS 2025Faithful Dynamic Imitation Learning from Human Intervention with Dynamic Regret Minimization
38. NeurIPS 2025Flexible inference for animal learning rules using neural networks
39. NeurIPS 2025Generating Computational Cognitive models using Large Language Models
40. NeurIPS 2025Geometry of Decision Making in Language Models
41. NeurIPS 2025Large Language Models as Model Organisms for Human Associative Learning
42. NeurIPS 2025Learning to Plan Like the Human Brain via Visuospatial Perception and Semantic-Episodic Synergistic Decision-Making
43. NeurIPS 2025Martingale Posterior Neural Networks for Fast Sequential Decision Making
44. NeurIPS 2025PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
45. NeurIPS 2025Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
46. NeurIPS 2025Position: Towards Bidirectional Human-AI Alignment
47. NeurIPS 2025Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context
48. NeurIPS 2025Resolution of Simpson's paradox via the common cause principle
49. NeurIPS 2025Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
50. NeurIPS 2025Thought Communication in Multiagent Collaboration

FAQ

How many Human-AI Collaboration papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

365 in total: 72 in 2023, 116 in 2024, 81 in 2025, 96 in 2026.

How many Human-AI Collaboration papers are at NeurIPS 2026?

NeurIPS 2026 has 26 Human-AI Collaboration papers, versus 28 the year before.

How many Human-AI Collaboration papers are at ICLR 2026?

ICLR 2026 has 16 Human-AI Collaboration papers, versus 10 the year before.

How many Human-AI Collaboration papers are at ICML 2026?

ICML 2026 has 22 Human-AI Collaboration papers, versus 13 the year before.

How many Human-AI Collaboration papers are at CVPR 2026?

CVPR 2026 has 32 Human-AI Collaboration papers, versus 30 the year before.

Which conference publishes the most Human-AI Collaboration papers?

CVPR, with 147 papers from 2023 to 2026.